Notes on things I have built and debugged in production. Written for engineers who want the details.
What I learned from benchmarking cost-sensitive weighting, SMOTE, and undersampling on three medical datasets, with real numbers from cross-validated runs
A software engineer's habits applied to PyTorch experiments: deterministic seeding, metrics as artifacts, and why an interrupted training run proved the point
Learn how to implement robust Stripe payment systems with subscription management, billing cycles, and secure webhook handling for SaaS platforms
A comprehensive guide to designing and implementing production-ready microservices using Node.js, TypeScript, and modern architectural patterns
A comprehensive guide to creating interactive Telegram Mini Apps using React and connecting them with your Telegram bot